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11/06/2021
Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects
We propose kernel ridge regression estimators for mediation analysis and...
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10/28/2021
MMD Aggregated Two-Sample Test
We propose a novel nonparametric two-sample test based on the Maximum Me...
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10/14/2020
Learning Deep Features in Instrumental Variable Regression
Instrumental variable (IV) regression is a standard strategy for learnin...
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03/10/2020
KALE: When Energy-Based Learning Meets Adversarial Training
Legendre duality provides a variational lower-bound for the Kullback-Lei...
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11/14/2016
